Cargando…

A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs

BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a prevalent and multifactorial neuropsychiatric disorder in the human population worldwide. Complex etiology and clinical heterogeneity have challenged the research, diagnostics and treatment of the disease. Hyperactive and impulsive beh...

Descripción completa

Detalles Bibliográficos
Autores principales: Puurunen, Jenni, Sulkama, Sini, Tiira, Katriina, Araujo, Cesar, Lehtonen, Marko, Hanhineva, Kati, Lohi, Hannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5043524/
https://www.ncbi.nlm.nih.gov/pubmed/27686065
http://dx.doi.org/10.1186/s12993-016-0112-1
_version_ 1782456767651774464
author Puurunen, Jenni
Sulkama, Sini
Tiira, Katriina
Araujo, Cesar
Lehtonen, Marko
Hanhineva, Kati
Lohi, Hannes
author_facet Puurunen, Jenni
Sulkama, Sini
Tiira, Katriina
Araujo, Cesar
Lehtonen, Marko
Hanhineva, Kati
Lohi, Hannes
author_sort Puurunen, Jenni
collection PubMed
description BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a prevalent and multifactorial neuropsychiatric disorder in the human population worldwide. Complex etiology and clinical heterogeneity have challenged the research, diagnostics and treatment of the disease. Hyperactive and impulsive behaviour has also been observed in dogs, and they could offer a physiologically relevant model for human ADHD. As a part of our ongoing study to understand the molecular etiology of canine anxiety traits, this study was aimed to pilot an approach to identify metabolic biomarkers in canine ADHD-like behaviours for research, diagnostics and treatment purposes. METHODS: We collected fresh plasma samples from 22 German Shepherds with varying ADHD-like behaviours. All dogs were on the same controlled diet for 2 weeks prior to sampling. A liquid chromatography combined with mass spectrometry (LC–MS)-based non-targeted metabolite profiling was performed to identify plasma metabolites correlating with the ADHD-like behaviour of the dogs. RESULTS: 649 molecular features correlated with ADHD-like behavioural scores (p(raw) < 0.05), and three of them [sn-1 LysoPC(18:3), PC(18:3/18:2) and sn-1 LysoPE(18:2)] had significant correlations also after FDR correction (pFDR < 0.05). Phospholipids were found to negatively correlate with ADHD-like behavioural scores, whereas tryptophan metabolites 3-indolepropionic acid (IPA) and kynurenic acid (KYNA) had negative and positive correlations with ADHD-like behavioural scores, respectively. CONCLUSIONS: Our study identified associations between canine ADHD-like behaviours and metabolites that are involved in lipid and tryptophan metabolisms. The identified metabolites share similarity with earlier findings in human and rodent ADHD models. However, a larger replication study is warranted to validate the discoveries prior to further studies to understand the biological role of the identified metabolites in canine ADHD-like behaviours. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12993-016-0112-1) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5043524
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-50435242016-10-05 A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs Puurunen, Jenni Sulkama, Sini Tiira, Katriina Araujo, Cesar Lehtonen, Marko Hanhineva, Kati Lohi, Hannes Behav Brain Funct Research BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a prevalent and multifactorial neuropsychiatric disorder in the human population worldwide. Complex etiology and clinical heterogeneity have challenged the research, diagnostics and treatment of the disease. Hyperactive and impulsive behaviour has also been observed in dogs, and they could offer a physiologically relevant model for human ADHD. As a part of our ongoing study to understand the molecular etiology of canine anxiety traits, this study was aimed to pilot an approach to identify metabolic biomarkers in canine ADHD-like behaviours for research, diagnostics and treatment purposes. METHODS: We collected fresh plasma samples from 22 German Shepherds with varying ADHD-like behaviours. All dogs were on the same controlled diet for 2 weeks prior to sampling. A liquid chromatography combined with mass spectrometry (LC–MS)-based non-targeted metabolite profiling was performed to identify plasma metabolites correlating with the ADHD-like behaviour of the dogs. RESULTS: 649 molecular features correlated with ADHD-like behavioural scores (p(raw) < 0.05), and three of them [sn-1 LysoPC(18:3), PC(18:3/18:2) and sn-1 LysoPE(18:2)] had significant correlations also after FDR correction (pFDR < 0.05). Phospholipids were found to negatively correlate with ADHD-like behavioural scores, whereas tryptophan metabolites 3-indolepropionic acid (IPA) and kynurenic acid (KYNA) had negative and positive correlations with ADHD-like behavioural scores, respectively. CONCLUSIONS: Our study identified associations between canine ADHD-like behaviours and metabolites that are involved in lipid and tryptophan metabolisms. The identified metabolites share similarity with earlier findings in human and rodent ADHD models. However, a larger replication study is warranted to validate the discoveries prior to further studies to understand the biological role of the identified metabolites in canine ADHD-like behaviours. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12993-016-0112-1) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-29 /pmc/articles/PMC5043524/ /pubmed/27686065 http://dx.doi.org/10.1186/s12993-016-0112-1 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Puurunen, Jenni
Sulkama, Sini
Tiira, Katriina
Araujo, Cesar
Lehtonen, Marko
Hanhineva, Kati
Lohi, Hannes
A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title_full A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title_fullStr A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title_full_unstemmed A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title_short A non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with ADHD-like behaviours in dogs
title_sort non-targeted metabolite profiling pilot study suggests that tryptophan and lipid metabolisms are linked with adhd-like behaviours in dogs
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5043524/
https://www.ncbi.nlm.nih.gov/pubmed/27686065
http://dx.doi.org/10.1186/s12993-016-0112-1
work_keys_str_mv AT puurunenjenni anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT sulkamasini anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT tiirakatriina anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT araujocesar anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT lehtonenmarko anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT hanhinevakati anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT lohihannes anontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT puurunenjenni nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT sulkamasini nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT tiirakatriina nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT araujocesar nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT lehtonenmarko nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT hanhinevakati nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs
AT lohihannes nontargetedmetaboliteprofilingpilotstudysuggeststhattryptophanandlipidmetabolismsarelinkedwithadhdlikebehavioursindogs